InspectMind AI logo InspectMind
Topic Benchmark

Fire & Life Safety Drawing Issue Benchmarks

11,765 aggregate finding records across eight discipline cohorts, with severity mix, comparisons, methodology, and privacy-safe downloads.

About 6 min read

Browse all topics
First $100 covered

Run one real project first

Upload drawings, specs, and codes. Eligible work emails get a $100 credit and cited issues in hours.

  • $100 first-check credit
  • Work email required
  • Results in hours

5+ issues or full refund · No demo required

See sample report

Fire protection, smoke control, alarms, rated assemblies, exits, and egress. This summary compares the same disclosed title-term group across architectural, structural, civil, MEP, fire-and-life-safety, and general coordination records.

11,765

aggregate finding records

8

discipline cohorts

62.2%

Critical or High priority

Key findings

  • Fire & Life Safety is the largest published fire and life safety cohort, with 3,825 finding records across 483 represented projects.
  • Fire & Life Safety and Architectural together account for 56.9% of finding records across the eight discipline cohorts.
  • 7,318 records (62.2%) are assigned Critical or High review priority.
  • Published cohort volume ranges from 186 records in General & Coordination to 3,825 in Fire & Life Safety; the difference reflects review mix and scope, not discipline quality.

Compare fire and life safety findings by discipline

Each bar links to its full discipline benchmark. Counts are descriptive cohort totals, not normalized error rates or quality rankings.

Severity mix

SeverityFindingsShare
critical9017.7%
high6,41754.5%
medium3,96133.7%
low4864.1%

Download the aggregate dataset

Both files contain only the published topic, discipline, project-count, finding-count, date-range, threshold, and severity fields.

Methodology and limitations

The source window runs from 2026-03-21 through 2026-09-04. Topics use disclosed, case-insensitive title terms and disciplines use normalized review metadata. Duplicate, dismissed, insufficient-reference, and previously suppressed findings are excluded.

Categories overlap, so a finding can appear in multiple topic or discipline cohorts. Document size, phase, scope, and validation status vary. The data does not establish defect rates, prevalence, or discipline quality.

Frequently asked questions

Which discipline has the largest fire and life safety benchmark?

Fire & Life Safety is the largest published cohort by finding volume, with 3,825 aggregate records across 483 represented projects.

How many fire and life safety findings are represented?

The eight published discipline cohorts sum to 11,765 finding records. Categories can overlap, so this sum is descriptive and is not a count of unique defects or an industry prevalence estimate.

What share of fire and life safety findings are high priority?

62.2% of records are assigned Critical or High review priority. Severity describes review priority when the potential finding was generated, not final project-team acceptance.

Does a larger cohort mean that discipline has worse drawings?

No. Document volume, project scope, design phase, discipline coverage, and validation status vary. These aggregate counts must not be used as discipline quality rankings or error rates.

Does this benchmark expose customer or project information?

No. It contains aggregate counts only and excludes customer names, project names, addresses, files, account identities, project identifiers, and finding text.

Read the Fire & Life Safety review guide or browse all benchmark topics.

First $100 covered

Ready to run this check?

Upload PDF drawings and specs. Get flagged issues with evidence and code citations in hours.

  • 5+ issues or full refund
  • Results in hours
  • No demo required

5+ issues or full refund · No demo required

Sample report: 282 issues found|Pricing after first check

227,181+ customer-visible issues across 2,000+ customer accounts